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credit-assignment
davidafrica/credit-assignment
credit-assignment is a machine learning model from davidafrica. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Weights/vectors, datasets, and per-model results for the narrated credit-assignment study. Code, figures, and the interactive Craftax viz live on GitHub: DavidDemitriAfrica/hackasack. Companion to davidafrica/function…
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Updated Jun 23, 2026
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At a glance
- License
- mit
- Access
- Public
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026
- SHA
- da3eddc6
Model card
From the Hugging Face model README
Credit-assignment artifacts
Weights/vectors, datasets, and per-model results for the narrated credit-assignment study.
Code, figures, and the interactive Craftax viz live on GitHub: DavidDemitriAfrica/hackasack.
Companion to davidafrica/functional-wellbeing
(the welfare axis used here).
Contents
artifacts/credit_v1_*—v_credit.ptcredit direction per model (9 families, 1.7B–35B), plusanalysis.json,steer.json,miscredit.json,repeat_choice.json,align.json,labels.parquet.artifacts/credit_v2*_*,maze_*— confound (raw-rate-hard) + ecological-maze runs withstats.json.artifacts/conflict_*,reasoning_*,behavioral_axis_*— the structural-vs-behavioral / framing results (incl.v_struct.npy,v_behav.npy).artifacts/train_*,rlpay_*,syco_*,craftax_*— SFT/RL training, sycophancy, and Craftax results.datasets/*.parquet— the generated stimulus sets (credit_v1/v2, maze, craftax).
Raw activations.pt were not retained (large; regenerable from the datasets via
credit.extract_credit in the GitHub repo).
- License
- mit
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026